Period
to 17 October 2019

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Text Mining skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Text Mining over the 6 months to 17 October 2019 with a comparison to the same period in the previous 2 years.

Text Mining
UK > Scotland
6 months to
17 Oct 2019
Same period 2018 Same period 2017
Rank 201 222 -
Rank change year-on-year +21 - -
Permanent jobs citing Text Mining 12 9 0
As % of all permanent IT jobs advertised in Scotland 0.25% 0.17% -
As % of the Database & Business Intelligence category 0.78% 0.51% -
Number of salaries quoted 12 7 0
Scotland median annual salary £52,500 £40,000 -
Median salary % change year-on-year +31.25% - -
UK median annual salary £55,000 £72,500 £67,500
% change year-on-year -24.14% +7.41% +22.73%

Text Mining is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Scotland
Permanent vacancies with a requirement for database or business intelligence skills 1,534 1,756 1,993
As % of all permanent IT jobs advertised in Scotland 31.63% 32.62% 36.02%
Number of salaries quoted 983 1,266 1,238
Scotland median annual salary £45,000 £45,000 £41,500
Median salary % change year-on-year - +8.43% -3.49%
10th Percentile £31,250 £30,000 £28,000
90th Percentile £62,500 £66,750 £67,500
UK median annual salary £52,500 £50,000 £48,000
% change year-on-year +5.00% +4.17% +1.05%

Text Mining
Job Vacancy Trend in Scotland

Job postings citing Text Mining as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Text Mining in Scotland

Text Mining
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Text Mining in Scotland.

Salary trend for Text Mining in Scotland

Text Mining
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Text Mining within the Scotland region over the 6 months to 17 October 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +29 12 £52,500 +31.25% 1
Text Mining
UK

For the 6 months to 17 October 2019, IT jobs citing Text Mining also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Scotland region with a requirement for Text Mining.

1 12 (100.00%) JavaScript
1 12 (100.00%) SQL
1 12 (100.00%) .NET
1 12 (100.00%) C#
1 12 (100.00%) Web Services
1 12 (100.00%) PostgreSQL
1 12 (100.00%) Scrum
1 12 (100.00%) Agile Software Development
1 12 (100.00%) Natural Language Processing
1 12 (100.00%) AngularJS
1 12 (100.00%) Low Latency
1 12 (100.00%) Microservices
1 12 (100.00%) React
1 12 (100.00%) Data Science
2 6 (50.00%) Fintech
2 6 (50.00%) Enterprise Software
2 6 (50.00%) MVC
2 6 (50.00%) Ruby
2 6 (50.00%) Ruby on Rails
2 6 (50.00%) jQuery
2 6 (50.00%) Cloud Computing
2 6 (50.00%) Azure
2 6 (50.00%) AWS
2 6 (50.00%) ASP.NET MVC
2 6 (50.00%) Python
2 6 (50.00%) HTML
2 6 (50.00%) ASP.NET
2 6 (50.00%) CSS

Text Mining
Co-occurring IT Skills in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Cloud Services
1 6 (50.00%) AWS
1 6 (50.00%) Azure
1 6 (50.00%) Cloud Computing
Database & Business Intelligence
1 12 (100.00%) PostgreSQL
Job Titles
1 12 (100.00%) .NET Developer
1 12 (100.00%) C# .NET Developer
1 12 (100.00%) C# Developer
1 12 (100.00%) Developer
Libraries, Frameworks & Software Standards
1 12 (100.00%) .NET
1 12 (100.00%) AngularJS
1 12 (100.00%) Natural Language Processing
1 12 (100.00%) React
1 12 (100.00%) Web Services
2 6 (50.00%) ASP.NET
2 6 (50.00%) ASP.NET MVC
2 6 (50.00%) CSS
2 6 (50.00%) HTML
2 6 (50.00%) jQuery
2 6 (50.00%) Ruby on Rails
Miscellaneous
1 6 (50.00%) Enterprise Software
Processes & Methodologies
1 12 (100.00%) Agile Software Development
1 12 (100.00%) Data Science
1 12 (100.00%) Low Latency
1 12 (100.00%) Microservices
1 12 (100.00%) Scrum
2 6 (50.00%) Fintech
2 6 (50.00%) MVC
Programming Languages
1 12 (100.00%) C#
1 12 (100.00%) JavaScript
1 12 (100.00%) SQL
2 6 (50.00%) Python
2 6 (50.00%) Ruby